Triple

T4046734

Position	Surface form	Disambiguated ID	Type / Status
Subject	Swiss motorway network	`E84083`	entity
Predicate	maintainedBy	`P86`	FINISHED
Object	Federal Roads Office The Federal Roads Office is the Swiss federal authority responsible for planning, regulating, and overseeing the country’s national road and motorway infrastructure.	`E408533`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Federal Roads Office | Statement: [Swiss motorway network, maintainedBy, Federal Roads Office]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Federal Roads Office
Context triple: [Swiss motorway network, maintainedBy, Federal Roads Office]

A. Federal Road Safety Corps
The Federal Road Safety Corps is Nigeria’s government agency responsible for road safety management, traffic regulation, and accident prevention across the country.
B. Florida Department of Transportation
The Florida Department of Transportation is the state government agency responsible for planning, building, and maintaining Florida’s transportation infrastructure, including its highways, bridges, and public transit systems.
C. Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
D. General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
E. Louisiana Department of Transportation and Development
The Louisiana Department of Transportation and Development is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure, including highways, bridges, and related public works.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Federal Roads Office
Triple: [Swiss motorway network, maintainedBy, Federal Roads Office]

Generated description

The Federal Roads Office is the Swiss federal authority responsible for planning, regulating, and overseeing the country’s national road and motorway infrastructure.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Federal Roads Office
Target entity description: The Federal Roads Office is the Swiss federal authority responsible for planning, regulating, and overseeing the country’s national road and motorway infrastructure.

A. Federal Road Safety Corps
The Federal Road Safety Corps is Nigeria’s government agency responsible for road safety management, traffic regulation, and accident prevention across the country.
B. Florida Department of Transportation
The Florida Department of Transportation is the state government agency responsible for planning, building, and maintaining Florida’s transportation infrastructure, including its highways, bridges, and public transit systems.
C. Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
D. General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
E. Louisiana Department of Transportation and Development
The Louisiana Department of Transportation and Development is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure, including highways, bridges, and related public works.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69aed930bd5c819083e7dcc14fc44f69`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefb62593c8190ab8462c4d9cd9d08`	completed	March 9, 2026, 4:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b55652228c8190a9f301676deb0055`	completed	March 14, 2026, 12:36 p.m.
NEDg	Description generation	`batch_69b556fec4708190b221893ec35f1a38`	completed	March 14, 2026, 12:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69b557f73cbc8190b904089ab0fa97d6`	completed	March 14, 2026, 12:43 p.m.

Created at: March 9, 2026, 3:37 p.m.